Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "68"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 68 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 117 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 112 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 68, Node 3:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.130250	-0.502331	-0.339280	-0.293684	-0.812076	-1.466881	-0.376212	-1.048745	0.0736	0.0572	0.0022	1.223395	1.210652
2459593	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.047804	-0.211800	-0.615505	0.004651	-0.817944	-0.945518	-0.943005	-1.091630	0.0802	0.0651	0.0031	1.221879	1.199210
2459592	digital_ok	100.00%	100.00%	100.00%	0.00%	-	-	33.930956	35.864065	inf	inf	30.931105	38.155363	91.252882	63.657588	nan	nan	nan	nan	nan
2459591	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.159986	-0.913186	-0.777341	0.381509	-0.813650	-1.160187	-0.911202	-1.086801	0.0878	0.0711	0.0036	1.270441	1.246514
2459590	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.383220	-0.833015	-0.825698	0.892149	-0.927585	-0.220002	-0.821348	-0.780619	0.0788	0.0709	0.0041	1.305371	1.273179
2459589	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.007197	-0.587033	-1.035406	0.485659	-0.781857	-0.861758	-1.202164	-0.942176	0.0724	0.0569	0.0028	1.219016	1.194997
2459588	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	196.430826	226.064789	inf	inf	21.760692	26.617422	48.102640	17.691133	nan	nan	nan	0.000000	0.000000
2459587	digital_ok	100.00%	-	-	-	100.00%	0.00%	0.731515	-0.034669	0.225296	-0.231960	-1.594410	0.916596	-4.675000	-0.955971	nan	nan	nan	58.788171	44.510451
2459586	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.021410	-0.522812	0.232676	0.423853	0.079729	-0.382935	-0.376910	-0.424622	0.0638	0.0630	0.0033	1.243209	1.213844
2459585	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.634901	0.873291	1.835036	2.413672	3.560284	4.113313	3.007576	-0.187676	0.0303	0.0294	0.0015	0.000000	0.000000
2459584	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.327663	-0.016634	-0.452127	1.275797	9.683282	1.189246	-0.650238	0.010298	0.0595	0.0582	0.0038	10.998148	1.083539
2459583	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.954940	-0.586414	0.489113	-0.063992	-0.808376	-0.228178	-1.072412	-0.639196	0.0620	0.0659	0.0038	0.000000	0.000000
2459582	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	292.145947	298.000706	inf	inf	11593.313657	11421.335476	6071.095741	6066.244488	nan	nan	nan	0.000000	0.000000
2459581	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.908657	-0.444902	0.055195	-0.103998	-1.018467	0.003229	-0.852919	-0.480391	0.0618	0.0606	0.0033	1.260713	1.256576
2459580	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459579	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.869854	-0.481247	1.185812	-0.025572	-0.887997	0.139904	-0.968581	-0.886530	0.0625	0.0578	0.0035	1.176560	1.175502
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.116746	0.620649	-0.466255	-0.210252	-0.629961	-0.847957	-0.422465	-1.172357	0.0284	0.0279	0.0015	nan	nan
2459577	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.734955	-0.525045	0.224349	-0.356871	-0.812613	-0.699720	-1.057186	-0.955676	0.0565	0.0564	0.0026	1.239583	1.232607
2459576	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.676311	-0.408642	0.141870	-0.697732	-0.100372	-0.608697	-0.890993	-0.799568	0.0683	0.0587	0.0042	1.193426	1.188045
2459575	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.096843	1.514119	0.122014	-0.564616	-0.942630	1.115637	-0.227783	-0.679921	0.0640	0.0599	0.0039	1.091035	1.094795
2459574	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.627172	-0.273500	-0.123142	-0.653421	-0.772575	-0.840842	-1.105843	-0.973913	0.0590	0.0554	0.0027	1.226641	1.221550
2459573	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.690568	-0.103912	1.079590	0.240031	-0.847589	1.260019	-1.082533	-0.643887	0.0646	0.0598	0.0034	0.881917	0.883327
2459572	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.823000	-0.523632	0.088104	-0.586943	-0.631493	-0.018334	-0.874639	-0.699787	0.0634	0.0650	0.0047	1.273727	1.270149
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.311186	0.553251	-0.390368	-0.359339	-1.236526	0.667615	-0.478489	-1.321943	0.0295	0.0276	0.0015	nan	nan
2459570	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459569	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.387553	-0.609636	0.013971	-0.589057	-0.533240	-0.794779	-0.424720	-0.800774	0.0665	0.0622	0.0027	1.238955	1.238439
2459566	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.580526	-0.252783	0.259573	-0.109546	-0.675603	-0.497663	-0.923707	-0.488026	0.0553	0.0584	0.0040	1.171345	1.173830
2459565	digital_ok	0.00%	-	-	-	100.00%	0.00%	-1.261715	-1.261715	-1.175854	-1.175854	-0.877508	-0.877508	-0.954097	-0.954097	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.091087	-0.099421	-0.328538	0.315433	1.342231	1.275635	-0.472551	0.059813	0.0676	0.0721	0.0060	1.205033	1.203383
2459563	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.030879	0.440329	-0.303491	0.921643	-1.243102	-0.635367	-0.731844	-0.771350	0.0628	0.0701	0.0061	1.120098	1.117940
2459562	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.901507	-0.985165	-0.891149	-0.540289	-0.243305	-0.036676	-0.343722	-0.256617	0.0636	0.0712	0.0057	1.210270	1.209906
2459561	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.874379	-0.930167	-1.074010	-0.751450	-0.291604	-0.429446	-0.688307	-0.674575	0.0625	0.0679	0.0067	1.209951	1.205566
2459560	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.652885	-0.955939	-0.858375	-0.720896	-0.151474	-0.480854	-0.398938	-0.564330	0.0614	0.0585	0.0036	1.201540	1.202253
2459559	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.093950	-1.185628	-0.986098	-0.790374	-0.396034	-0.551831	-0.378997	-0.503110	0.0579	0.0582	0.0041	1.190385	1.189487
2459558	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.795457	-0.500876	0.948216	0.027376	-0.874391	-0.204118	-1.040862	-0.933569	0.0645	0.0678	0.0049	1.218519	1.218679
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0288	0.0278	0.0014	nan	nan
2459556	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.537740	-0.445259	0.989563	-0.411746	-0.876756	2.322198	-1.638028	-1.167628	0.0705	0.0707	0.0066	1.194802	1.192584
2459554	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0689	0.0633	0.0042	nan	nan
2459553	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0592	0.0603	0.0052	nan	nan
2459552	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.429526	0.501949	1.262368	0.591254	0.073821	0.155638	-0.599397	-0.356426	0.0574	0.0542	0.0027	0.000000	0.000000
2459551	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.643838	-0.931964	-1.102231	-0.799842	-0.503806	-0.305981	-0.319732	-0.475226	0.0660	0.0682	0.0045	1.208789	1.206785
2459550	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0314	0.0311	0.0010	nan	nan
2459549	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.491796	-0.362052	0.411754	-0.215315	-0.926927	-0.099384	-1.008382	-1.022245	0.0636	0.0633	0.0038	1.186106	1.185091
2459542	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.003110	-0.014078	1.227210	-0.423955	-0.530718	1.514551	-0.968053	-0.835863	0.0691	0.0699	0.0073	1.215599	1.214523
2459541	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.045393	-0.090005	1.132387	-0.366888	-0.098915	-1.180871	-0.452664	-1.130283	0.0658	0.0672	0.0061	1.205707	1.198327
2459540	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.679187	-0.852089	-1.189399	-0.922326	-0.621323	1.173617	-1.018511	-0.948038	0.0728	0.0664	0.0090	1.219384	1.212657
2459536	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.000637	0.371632	1.015162	-0.399761	0.142857	0.010562	-0.186251	2.777814	0.0595	0.0603	0.0063	0.872451	0.870165
2459535	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.504473	-1.092026	-0.928974	-0.869697	-0.791811	2.195501	-0.906153	-0.640963	0.0950	0.0836	0.0167	1.157519	1.149585
2459534	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.317692	-1.184086	-0.914230	-0.994119	0.386650	1.764915	-0.507721	-0.566378	0.0748	0.0663	0.0072	1.192699	1.181020
2459533	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.116757	-0.205326	0.829026	0.357304	-0.486167	1.277151	-1.121482	-0.847680	0.0659	0.0619	0.0062	1.179586	1.176214
2459532	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.149054	-0.570704	1.227832	0.040550	-0.269837	2.495311	-1.176626	-0.675725	0.0728	0.0613	0.0064	0.875408	0.867005
2459530	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.679605	-0.965299	-0.864552	-0.566511	-0.421474	0.184336	-0.682537	0.156398	0.0948	0.0743	0.0114	1.166082	1.157480
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.104675	-0.000337	1.118843	0.964220	-0.981025	-1.466563	-1.158569	-0.904658	0.0627	0.0651	0.0045	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	-0.542644	-0.154496	0.372742	-0.127681	28.699661	28.066481	14.623310	15.998244	nan	nan	nan	1.479526	1.467106
2459522	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.065763	0.005951	1.077539	-0.436494	0.297714	-0.337915	-1.222852	0.759984	0.0640	0.0604	0.0042	0.866382	0.848881
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.427212	0.529566	-0.583386	-0.638101	0.189951	-1.039573	-0.397816	-0.994408	0.0316	0.0288	0.0010	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	0.367373	0.193396	0.626024	0.274418	-0.426708	0.330453	-0.579533	-0.844802	0.9222	0.9563	0.1561	0.000000	0.000000
2459505	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	0.545237	-0.225518	1.079513	-0.867815	0.600771	0.303064	0.595124	1.727931	0.8938	0.8674	0.1830	5.039218	3.460080
2459503	digital_ok	0.00%	0.00%	0.00%	0.00%	89.47%	0.00%	0.807291	0.519538	1.535052	0.365461	0.734558	-0.231515	-1.087263	0.271632	0.8763	0.8717	0.4332	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 68: 2459645

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Discontinuties	1.168114	-0.398257	-1.170383	-0.707974	0.432345	-0.156409	-0.501131	-0.250908	1.168114

---

Antenna 68: 2459642

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 68: 2459640

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.179627	-0.428640	-0.618826	-0.877252	0.179627	-1.227734	-0.665513	-0.942580	-0.600193

---

Antenna 68: 2459639

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.163020	-0.771509	-0.707830	-1.039399	0.163020	-0.840744	-0.403082	-0.261455	0.003043

---

Antenna 68: 2459638

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	0.271379	-0.212828	0.271379	-0.642775	-0.481969	-0.817162	-0.708336	-1.129533	-0.890161

---

Antenna 68: 2459637

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.165311	0.052330	-0.879095	-0.900184	0.165311	-1.201156	-0.776505	-1.219092	-0.623818

---

Antenna 68: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Discontinuties	-0.675228	-0.677046	-0.677046	-0.677146	-0.677146	-0.675303	-0.675303	-0.675228	-0.675228

---

Antenna 68: 2459633

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.012190	-0.517427	-0.468658	-0.566749	0.012190	-1.449592	-1.157078	-1.064168	-0.920516

---

Antenna 68: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.062028	-0.904429	-0.964426	-0.652615	0.062028	-1.302306	-0.818858	-1.137790	-0.856142

---

Antenna 68: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.179717	-0.410549	-0.769514	0.179717	-0.753320	-1.048324	-1.024665	-0.762599	-1.009435

---

Antenna 68: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.001008	-0.430865	-0.329143	-0.707716	0.001008	-1.136726	-0.499857	-1.007672	-0.730442

---

Antenna 68: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	-0.056067	-0.423556	-0.852891	-0.505493	-0.056067	-1.328322	-1.168215	-1.292605	-0.757905

---

Antenna 68: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	-0.204760	-0.871832	-0.204760	-0.264139	-0.257258	-1.022567	-0.693891	-0.711705	-1.021521

---

Antenna 68: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	-0.674330	-0.675897	-0.675897	-0.675710	-0.675710	-0.674330	-0.674330	-0.674334	-0.674334

---

Antenna 68: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.150429	-0.672999	-1.264824	0.150429	-0.420369	-0.303828	-0.717436	-0.331017	-0.959454

---

Antenna 68: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.417658	-0.617320	-0.835580	-0.665117	-0.148079	-0.836564	0.417658	-1.281377	-0.889083

---

Antenna 68: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 68: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 68: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	8.230657	0.512923	0.106403	1.436602	-0.764996	8.230657	7.226777	-1.380987	-1.725867

---

Antenna 68: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	34.366623	4.242362	0.837339	31.289869	34.366623	nan	nan	-19.102210	-19.669172

---

Antenna 68: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	15.773494	-0.620195	0.091533	15.773494	14.368005	1.246037	0.299671	-1.084557	-1.008575

---

Antenna 68: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	-0.360363	-0.690297	-0.621327	-0.419705	-0.360363	-0.990436	-0.863977	-1.020428	-1.168802

---

Antenna 68: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	-0.020123	-0.875893	-0.797664	-0.179957	-0.020123	-1.065167	-0.685674	-0.722194	-0.790242

---

Antenna 68: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Discontinuties	0.165442	-1.142972	-0.911624	-0.346289	-0.190727	-0.918230	-0.827235	-0.363451	0.165442

---

Antenna 68: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.670160	-0.663350	-0.660555	-0.226942	-0.151206	0.670160	-1.146857	-0.830520	-0.928946

---

Antenna 68: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.167642	-1.210953	-1.310088	-0.384413	0.167642	-1.137589	-1.131760	-1.059326	-0.783736

---

Antenna 68: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.001995	-0.172101	-1.195184	-0.556328	0.001995	-0.943452	-0.709411	-1.565729	-0.911204

---

Antenna 68: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 68: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	0.732466	0.325415	-0.810812	0.017788	0.272843	0.732466	-0.617620	0.276765	-0.480684

---

Antenna 68: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.002313	-0.065750	-0.902562	-0.527722	0.002313	-0.556488	-0.295023	-0.615885	-0.712111

---

Antenna 68: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	-0.041017	-0.502820	-0.744921	-0.526168	-0.041017	-0.772464	-0.226743	-0.921892	-0.900300

---

Antenna 68: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.229074	-1.299388	-0.144949	-0.683512	-0.673279	0.229074	-0.254812	-1.070755	-1.063836

---

Antenna 68: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.521135	-0.591668	0.156532	-0.199471	-0.693793	0.521135	-1.011383	-0.817838	-0.898431

---

Antenna 68: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	0.079286	-0.349634	0.079286	-0.508506	-0.612845	-0.402079	-0.906098	-0.668692	-0.831612

---

Antenna 68: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Discontinuties	2.083961	1.122806	-0.692620	0.020111	0.564211	1.014125	-0.397720	2.083961	0.114208

---

Antenna 68: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.460298	-0.304956	-0.776555	-0.507509	0.203301	-0.847188	0.460298	-0.973414	-0.839640

---

Antenna 68: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	inf	820.473465	316.853503	inf	inf	11444.258558	-3671.219524	9266.192512	-2801.500977

---

Antenna 68: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	0.439197	0.439197	0.223880	-0.154771	-0.573970	-0.629031	-0.869790	-0.768442	-0.498817

---

Antenna 68: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.203518	0.067448	-0.168184	-0.432968	0.203518	-0.913986	-0.734857	-1.085861	-0.433300

---

Antenna 68: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.281286	-0.572877	-0.271554	0.281286	-0.161817	-1.018846	-1.179982	-0.934473	-0.447592

---

Antenna 68: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	inf	316.523694	307.160927	inf	inf	54.591792	31.760214	538.889809	133.171424

---

Antenna 68: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.667191	-1.003516	0.062748	0.667191	-0.826456	-0.315678	-1.218283	-0.182196	-1.004235

---

Antenna 68: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	1.130250	1.130250	-0.502331	-0.339280	-0.293684	-0.812076	-1.466881	-0.376212	-1.048745

---

Antenna 68: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.004651	-0.047804	-0.211800	-0.615505	0.004651	-0.817944	-0.945518	-0.943005	-1.091630

---

Antenna 68: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	inf	35.864065	33.930956	inf	inf	38.155363	30.931105	63.657588	91.252882

---

Antenna 68: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.381509	-0.913186	0.159986	0.381509	-0.777341	-1.160187	-0.813650	-1.086801	-0.911202

---

Antenna 68: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.892149	0.383220	-0.833015	-0.825698	0.892149	-0.927585	-0.220002	-0.821348	-0.780619

---

Antenna 68: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.485659	-0.587033	-0.007197	0.485659	-1.035406	-0.861758	-0.781857	-0.942176	-1.202164

---

Antenna 68: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	inf	196.430826	226.064789	inf	inf	21.760692	26.617422	48.102640	17.691133

---

Antenna 68: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.916596	-0.034669	0.731515	-0.231960	0.225296	0.916596	-1.594410	-0.955971	-4.675000

---

Antenna 68: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.423853	0.021410	-0.522812	0.232676	0.423853	0.079729	-0.382935	-0.376910	-0.424622

---

Antenna 68: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	4.113313	2.634901	0.873291	1.835036	2.413672	3.560284	4.113313	3.007576	-0.187676

---

Antenna 68: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	9.683282	0.327663	-0.016634	-0.452127	1.275797	9.683282	1.189246	-0.650238	0.010298

---

Antenna 68: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.489113	-0.954940	-0.586414	0.489113	-0.063992	-0.808376	-0.228178	-1.072412	-0.639196

---

Antenna 68: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	inf	298.000706	292.145947	inf	inf	11421.335476	11593.313657	6066.244488	6071.095741

---

Antenna 68: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.055195	-0.908657	-0.444902	0.055195	-0.103998	-1.018467	0.003229	-0.852919	-0.480391

---

Antenna 68: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 68: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.185812	-0.869854	-0.481247	1.185812	-0.025572	-0.887997	0.139904	-0.968581	-0.886530

---

Antenna 68: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	0.620649	0.116746	0.620649	-0.466255	-0.210252	-0.629961	-0.847957	-0.422465	-1.172357

---

Antenna 68: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.224349	-0.525045	-0.734955	-0.356871	0.224349	-0.699720	-0.812613	-0.955676	-1.057186

---

Antenna 68: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.141870	-0.408642	-0.676311	-0.697732	0.141870	-0.608697	-0.100372	-0.799568	-0.890993

---

Antenna 68: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	1.514119	1.514119	-1.096843	-0.564616	0.122014	1.115637	-0.942630	-0.679921	-0.227783

---

Antenna 68: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	-0.123142	-0.627172	-0.273500	-0.123142	-0.653421	-0.772575	-0.840842	-1.105843	-0.973913

---

Antenna 68: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	1.260019	-0.103912	-0.690568	0.240031	1.079590	1.260019	-0.847589	-0.643887	-1.082533

---

Antenna 68: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.088104	-0.523632	-0.823000	-0.586943	0.088104	-0.018334	-0.631493	-0.699787	-0.874639

---

Antenna 68: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.667615	0.553251	0.311186	-0.359339	-0.390368	0.667615	-1.236526	-1.321943	-0.478489

---

Antenna 68: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 68: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.013971	-0.609636	-0.387553	-0.589057	0.013971	-0.794779	-0.533240	-0.800774	-0.424720

---

Antenna 68: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.259573	-0.252783	-0.580526	-0.109546	0.259573	-0.497663	-0.675603	-0.488026	-0.923707

---

Antenna 68: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	-0.877508	-1.261715	-1.261715	-1.175854	-1.175854	-0.877508	-0.877508	-0.954097	-0.954097

---

Antenna 68: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	1.342231	0.091087	-0.099421	-0.328538	0.315433	1.342231	1.275635	-0.472551	0.059813

---

Antenna 68: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Power	0.921643	-0.030879	0.440329	-0.303491	0.921643	-1.243102	-0.635367	-0.731844	-0.771350

---

Antenna 68: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	-0.036676	-0.901507	-0.985165	-0.891149	-0.540289	-0.243305	-0.036676	-0.343722	-0.256617

---

Antenna 68: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	-0.291604	-0.874379	-0.930167	-1.074010	-0.751450	-0.291604	-0.429446	-0.688307	-0.674575

---

Antenna 68: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	-0.151474	-0.652885	-0.955939	-0.858375	-0.720896	-0.151474	-0.480854	-0.398938	-0.564330

---

Antenna 68: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Discontinuties	-0.378997	-1.093950	-1.185628	-0.986098	-0.790374	-0.396034	-0.551831	-0.378997	-0.503110

---

Antenna 68: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.948216	-0.500876	-0.795457	0.027376	0.948216	-0.204118	-0.874391	-0.933569	-1.040862

---

Antenna 68: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	2.322198	-0.445259	-0.537740	-0.411746	0.989563	2.322198	-0.876756	-1.167628	-1.638028

---

Antenna 68: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.262368	0.501949	-0.429526	0.591254	1.262368	0.155638	0.073821	-0.356426	-0.599397

---

Antenna 68: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	-0.305981	-0.931964	-0.643838	-0.799842	-1.102231	-0.305981	-0.503806	-0.475226	-0.319732

---

Antenna 68: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.411754	-0.491796	-0.362052	0.411754	-0.215315	-0.926927	-0.099384	-1.008382	-1.022245

---

Antenna 68: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	1.514551	-0.014078	-0.003110	-0.423955	1.227210	1.514551	-0.530718	-0.835863	-0.968053

---

Antenna 68: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.132387	-0.090005	0.045393	-0.366888	1.132387	-1.180871	-0.098915	-1.130283	-0.452664

---

Antenna 68: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	1.173617	-0.852089	-0.679187	-0.922326	-1.189399	1.173617	-0.621323	-0.948038	-1.018511

---

Antenna 68: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Discontinuties	2.777814	0.371632	-0.000637	-0.399761	1.015162	0.010562	0.142857	2.777814	-0.186251

---

Antenna 68: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	2.195501	-0.504473	-1.092026	-0.928974	-0.869697	-0.791811	2.195501	-0.906153	-0.640963

---

Antenna 68: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	1.764915	-1.184086	-0.317692	-0.994119	-0.914230	1.764915	0.386650	-0.566378	-0.507721

---

Antenna 68: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	1.277151	-0.116757	-0.205326	0.829026	0.357304	-0.486167	1.277151	-1.121482	-0.847680

---

Antenna 68: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	2.495311	-0.149054	-0.570704	1.227832	0.040550	-0.269837	2.495311	-1.176626	-0.675725

---

Antenna 68: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Variability	0.184336	-0.965299	-0.679605	-0.566511	-0.864552	0.184336	-0.421474	0.156398	-0.682537

---

Antenna 68: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 68: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.118843	-0.104675	-0.000337	1.118843	0.964220	-0.981025	-1.466563	-1.158569	-0.904658

---

Antenna 68: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Temporal Variability	28.699661	-0.542644	-0.154496	0.372742	-0.127681	28.699661	28.066481	14.623310	15.998244

---

Antenna 68: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.077539	0.005951	0.065763	-0.436494	1.077539	-0.337915	0.297714	0.759984	-1.222852

---

Antenna 68: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Shape	0.529566	0.529566	0.427212	-0.638101	-0.583386	-1.039573	0.189951	-0.994408	-0.397816

---

Antenna 68: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	0.626024	0.193396	0.367373	0.274418	0.626024	0.330453	-0.426708	-0.844802	-0.579533

---

Antenna 68: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.160836	0.750376	-0.014387	1.160836	0.192955	-0.520644	-1.299738	-0.541865	-0.674620

---

Antenna 68: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
68	3	digital_ok	nn Temporal Discontinuties	1.727931	-0.225518	0.545237	-0.867815	1.079513	0.303064	0.600771	1.727931	0.595124

---

Antenna 68: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
68	3	digital_ok	ee Power	1.535052	0.807291	0.519538	1.535052	0.365461	0.734558	-0.231515	-1.087263	0.271632

---